Blockchain analytics for institutional use cases

Compare Allium and Dune Analytics across data accuracy, compliance, scalability, and institutional readiness

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Allium deviates 0.000011% from ground truth node data, vs 7.2% for community platforms (source)

How Allium and Dune differ

Allium delivers data into your infrastructure. Dune hosts everything in theirs. For teams that need to join onchain data with internal proprietary data — or meet data residency and compliance requirements — thatdistinction is a requirement, not a preference.

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Dune is a community-driven blockchain analytics platform for creating, querying, and sharing public dashboards.
Community visibility and social distribution are primary goals
You prefer writing custom SQL queries against raw blockchain data
Free public dashboards are useful for ecosystem or research use cases
Shared analytics and network effects matter more than data guarantees
Allium provides pre-decoded schemas, warehouse delivery (Snowflake, BigQuery, Databricks), and SOC-certified data pipelines.
Independently validated data accuracy with Allium (0.000011% deviation from ground truth)
10,000+ pre-decoded schemas ready to query without writing custom SQL
Direct warehouse delivery to Snowflake, BigQuery, and Databricks
SOC 1 & SOC 2 certification to meet compliance and audit requirements
Dedicated enterprise support and SLAs for production and mission-critical workflows
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Detailed Feature Comparison: Allium vs Dune

Below is a direct feature-by-feature comparison between Allium and Dune Analytics, focused on data quality, reliability, and institutional requirements.
Data accuracy
0.000011% deviation (KTH validated)Ligne 1
7.2% deviation in independent research
Pre-decoded schemas
10,000+ schemas ready to query
Curated and decoded tables maintained by the community
Warehouse delivery
Snowflake, BigQuery, Databricks
Snowflake, BigQuery
Real-time streaming
Kafka, PubSub, SNS (1-2s latency)
Not offered
API Performance
Sub-200ms, scales to 100K+ QPS
Query-based dashboards not built for high-QPS workloads
Uptime SLA
99.9% with dedicated support
Enterprise tier only
SOC certification
SOC 1 & 2 Type 1 and Type 2
Not certified
Transaction-time pricing
Exact block-level prices
Not certified
Community dashboards
Available
Core strength
Social distribution
Growing
Core strength
Chain coverage
150+ chains
Extensive coverage
Data ownership
Data delivered into your warehouse; join with private internal data
All data and transformations live in Dune's shared infrastructure

Choosing the Right Tool: Allium or Dune

When should you choose Dune over Allium?
Community visibility and public dashboard sharing are your primary goals
You have strong SQL expertise and prefer building custom queries on raw blockchain data
Free, public dashboards are important for ecosystem marketing or research
Social distribution and shared analytics matter more than data guarantees
You are exploring blockchain data without production, compliance, or audit requirements
Your data and transformation logic can live in Dune's shared infrastructure
Allium provides pre-decoded schemas, warehouse delivery (Snowflake, BigQuery, Databricks), and SOC-certified data pipelines.
Independently validated blockchain data accuracy, measured at 0.000011% deviation from ground truth
Pre-decoded blockchain data schemas (10,000+) without writing SQL from scratch
Direct warehouse delivery to Snowflake, BigQuery, or Databricks
Real-time blockchain data streaming via Kafka for monitoring and alerts
SOC-certified data infrastructure for compliance and audit workflows
Dedicated enterprise support and SLAs for production use cases
Transaction-time pricing and accounting data designed for GAAP-compliant reporting
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FAQ

What is the difference between Allium and Dune Analytics?

The main difference is data reliability and target users. Dune focuses on flexible, user-generated analytics, while Allium provides standardized, audit-grade datasets used in production systems.

Is Allium better than Dune for institutions?

Yes. Allium is designed for institutional use cases that require accurate, auditable, and reproducible blockchain data, while Dune is optimized for exploratory analysis and community dashboards.

Does Allium have better data accuracy than Dune?

Yes. Independent research from KTH Royal Institute of Technology found Allium deviates just 0.000011% from ground truth node data, compared to 7.2% for community platforms. This matters for financial reporting, audit preparation, and regulatory compliance.

Can Allium deliver data to Snowflake or BigQuery?

Yes. Allium offers native data shares to Snowflake, BigQuery, and Databricks—your analytics team can query blockchain data in their existing warehouse without engineering work. Dune doesn't offer warehouse delivery.

Is Allium SOC certified?

Yes. Allium holds SOC 1 Type 1 & 2 and SOC 2 Type 1 & 2 certifications, meaning independent auditors have verified Allium's security and compliance controls. Dune is not SOC certified.

Does Allium offer real-time blockchain data?

Yes. Allium streams data via Kafka, PubSub, and SNS with 1-2 second latency, plus sub-200ms APIs that scale to 100K+ queries per second. Dune's refresh is typically hourly.

Which is better for DeFi analytics, Allium or Dune?

Dune is better for community-facing dashboards and social distribution. Allium is better for production DeFi apps, institutional analytics, and use cases needing real-time data or audit-grade accuracy. Allium has 10,000+ pre-decoded schemas for DEX trades, lending, and more.

How many blockchains does Allium support?

Allium supports 150+ blockchains—including Ethereum, Solana, Base, and Arbitrum—with consistent schemas across all chains.

Dune has a dbt connector — can it replace Allium for data pipelines?

Dune's dbt connector lets teams run transformation logic on Dune's warehouse. The output tables stay in Dune. It works well for teams building public ecosystem dashboards on top of Dune's indexed data. It doesn't support joining with private internal data, and transformed tables don't land in your own warehouse. If your workflow requires data in Snowflake, BigQuery, or Databricks — or joining onchain data with proprietary data — Allium is the right fit. Allium can also be used as an external dbt source in your own pipeline, so your transformed data stays in your infrastructure from the start.

Compare Allium

Dashboards & Analytics
Allium and Artemis both help teams understand onchain activity, but they are built for very different workflows. Artemis focuses on pre-built metrics and dashboards. Allium provides raw, standardized blockchain data for custom analysis and production use cases.
Data Aggregators
Goldsky focuses on self-serve tools for custom indexers and raw event pipelines. Allium focuses on delivering analytics-ready data with zero maintenance.
Dashboards & Analytics
DeFiLlama focuses on aggregating and publishing high-level DeFi metrics. Allium focuses on delivering the underlying data so teams can build their own analytics.
RPC Providers
Helius is purpose-built for Solana RPC and real-time developer APIs. Allium is built for multi-chain analytics, decoded schemas, historical data, and enterprise data infrastructure beyond real-time APIs.
Dashboards & Analytics
Zerion is optimized for fast wallet data via APIs. Allium is built as a verified data platform that scales from APIs to streaming, SQL, and data warehouses as teams grow.
Dashboards & Analytics
Allium and rwa.xyz both cover tokenized real-world assets and stablecoins, but they are built for different jobs. rwa.xyz is a market data dashboard for tracking RWA supply and protocol metrics. Allium is data infrastructure for custom analysis, operational workflows, and institutional delivery.

Allium Platform Overview

Unlike Dune's SQL-first dashboard tool, Allium provides multiple delivery methods to fit how your team works — with both historical and real-time data.

Product
What it does
Best for
Developer APIs
What it does
Sub-200ms REST APIs for wallets and apps
Best for
Wallet features, balance lookups, transaction history
Datastreams
What it does
Push-based real-time via Kafka/Pub/Sub (1-2s latency)
Best for
Notifications, monitoring, real-time dashboards
Datashares
What it does
Bulk data in your warehouse (Snowflake, BigQuery, Databricks)
Best for
Analytics, compliance, joins with internal data
Explorer
What it does
Web-based SQL interface with AI assistant
Best for
Ad-hoc queries, exploration, prototyping
Custom Dashboards
What it does
Public-facing or internal analytics portals
Best for
Transparency reporting, ecosystem metrics
Terminal
What it does
Institutional analytics interface for stablecoins and tokenized assets
Best for
Research, investment decisions, regulatory filings

Production-grade performance

150+

Blockchains

10,000+

Decoded schemas

99,9%

Uptime SLA

SOC 1 & 2

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Pricing

Free tier
Get started at no cost
20,000
API Credits
Start exploring blockchain data with free API access. No credit card required.
Get free API keys
(real-time data for developers)
Free tier
Most popular
Custom plan for production use
Custom
Real-time Developer APIs
Datastreams (Kafka, PubSub, SNS)
Independently validated blockchain data accuracy, measured at 0.000011% deviation from ground truth
Datashares (Snowflake, BigQuery, S3)
SQL Explorer access
Dedicated support
Custom SLAs
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Start building on verified data

For analytics, engineering, and accounting.
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Decorative